{"id":"W1579818772","doi":"","title":"The Story of 10 Principals Whose Exercise of Social and Political Acumen Contributes to Their Success, 9(5)","year":2005,"lang":"en","type":"article","venue":"International electronic journal for leadership in learning","topic":"Globalization and Economic Impact","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Politics; Sociology; Psychology; Social psychology; Pedagogy; Public relations; Social science; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002945582,0.00006697726,0.0001500826,0.0001158493,0.0004000301,0.00007531165,0.0002657331,0.00006241283,0.00008515566],"category_scores_gemma":[0.001403984,0.00005551968,0.00006936356,0.00008613912,0.000179527,0.0001944779,0.00002124192,0.0003436464,0.000002640244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005784136,"about_ca_system_score_gemma":0.0003812839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007000072,"about_ca_topic_score_gemma":0.0008973408,"domain_scores_codex":[0.9987254,0.0001908611,0.0002967846,0.0000859077,0.0001715077,0.0005295174],"domain_scores_gemma":[0.9990287,0.0004957917,0.0001923508,0.00002969677,0.0001838783,0.00006961369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003519507,0.00004866119,0.01454606,0.00001189913,0.0001068288,2.365569e-7,0.01659111,0.0009910745,0.0002056707,0.9485134,0.0008008769,0.01783216],"study_design_scores_gemma":[0.002526537,0.0002706336,0.02095472,0.0002314309,0.00003722607,0.00001086611,0.1096577,0.002027988,0.001459486,0.02624334,0.8362985,0.0002815905],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8876275,0.001492137,0.001057502,0.1032258,0.0003649011,0.0003603415,0.000008525374,0.00001592194,0.005847361],"genre_scores_gemma":[0.9960079,0.0001338607,0.00002016402,0.0001766465,0.0002000703,0.000006170813,0.000001739448,0.000006680938,0.003446832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9222701,"threshold_uncertainty_score":0.3076749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06293013060025193,"score_gpt":0.3569959054527531,"score_spread":0.2940657748525011,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}